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ResearchFormerly WizWand

Referring Expression Comprehension (RSREC) on RRSIS-D (test)

76.96Pr@0.5SegEarth-R1

Evaluation results

Method	Links
SegEarth-R12026.04		76.96	71.88	61.62	47.17	28.18	78.01	66.4
ProVG2026.04		76.21	70.84	63.78	52.14	30.74	78.28	66.17
ProVG2026.04		76.1	70.3	58.52	44.47	25.91	77.62	65.44
LQVG2026.04		75.63	70.67	63.77	51.91	29.93	75.35	66.07
CroBIM2026.04		75	66.32	54.31	41.09	21.78	76.37	64.24
FIANet2026.04		74.35	66.96	56.25	42.66	23.93	76.81	64.01
LPVA2026.04		74.32	68.45	61.12	50.74	28.62	74.29	64.82
RMISN2026.04		74.03	66.93	55.44	41.65	23.07	76.55	63.38
Tex4Seg++2026.04		73.2	—	—	—	—	74.2	62.8
RMISN2026.04		73.02	66.16	58.06	46.34	28.76	73.94	65.97
FIANet2026.04		73.02	66.82	58.92	46.88	28.61	73.88	65.01
VLTVG2026.04		72.86	65.93	60.56	48.14	26.21	72.91	63.51
QRNet2026.04		72.63	63.87	58.61	45.35	21.72	73.48	61.34
MGVLF2026.04		71.05	66.17	59.89	48.36	26.75	71.28	61.44
EEVG2026.04		70.02	61.55	49.89	36.56	17.23	74.53	61.11
LAVT-RS2026.04		69.82	63.25	53.02	41.35	24.17	76.39	61.44
LGCE2026.04		69.72	62.8	52.71	40.42	23.81	76.33	60.98
LAVT-RIS2026.04		69.48	63.1	52.97	41.07	24.26	76.48	61.12
RefSegformer2026.04		69.25	63.48	53.06	40.31	24.03	77.44	59.67
LAVT-RS2026.04		68.12	63.47	56.69	45.11	28.54	72.86	65.04
LAVT-RIS2026.04		68.03	63.52	56.46	44.78	28.51	72.67	64.98
LGCE2026.04		67.97	62.08	54.55	44.73	27.98	72.24	64.47
GeoGround2026.04		67.5	—	—	—	—	—	60.5
RefSegformer2026.04		66.58	61.15	54.09	43.5	26.53	72.32	59.81
EEVG2026.04		61.75	55.34	45.49	30.9	8.96	74.18	54.25
RSVG-ZeroOV2026.04		31.39	24.15	17.63	11.43	4.33	31.28	34.49
TransCP2026.04		30.56	21.36	13.49	4.74	0.63	—	29.12
RefTR2026.04		30.16	24.03	15.93	7.5	0.77	45.2	28.1
RSVG-ZeroOV2026.04		27.39	20.56	13.38	6.95	2.26	22.83	28.35